Related Experiment Video
Updated: Apr 18, 2026

A Real-World High-Intensity Interval Training Protocol for Cardiorespiratory Fitness Improvement
Published on: February 22, 2022
Validation of the firefighter WFI treadmill protocol for predicting VO2 max
B A Dolezal1, D Barr2, D M Boland3
1Department of Medicine and Physiology, Exercise Physiology Research Laboratory, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA, drbducla@gmail.com.
The Wellness-Fitness Initiative treadmill test (WFI-TM) overestimates aerobic capacity (VO2 max) in firefighters, showing significant prediction errors. This impacts fitness assessments, particularly for those around the 42 ml/kg/min criterion.
Area of Science:
- Exercise Physiology
- Occupational Health
Background:
- The Wellness-Fitness Initiative submaximal treadmill exercise test (WFI-TM) is recommended for assessing firefighter aerobic capacity (VO2 max).
- Submaximal tests can lead to inaccurate VO2 max predictions and flawed fitness conclusions.
Purpose of the Study:
- To evaluate the agreement between predicted VO2 max from the WFI-TM and direct VO2 max measurement.
- To identify potential biases and errors in WFI-TM VO2 max predictions.
Main Methods:
- Fifty-nine male firefighters performed the WFI-TM to volitional fatigue.
- VO2 max was estimated using the WFI-TM equation and directly measured via exhaled gas analysis.
- Paired t-tests, Pearson correlation, and Bland-Altman analysis assessed agreement and bias.
Main Results:
- WFI-TM predicted VO2 max (44.6 ml/kg/min) showed significant agreement with measured VO2 max (43.6 ml/kg/min) (P < 0.01).
- A mean bias of 0.9 ml/kg/min overestimated VO2 max, with a wide 95% prediction interval (±13.1).
- Prediction errors exceeded 15% for 36% of subjects, and 7% had errors over 30%.
Conclusions:
- The WFI-TM predicts VO2 max with an average error of 11%, potentially misclassifying firefighter fitness.
- Aerobic capacity tends to be overestimated in less fit individuals and underestimated in fitter individuals.
- This bias can affect fitness-for-duty decisions, especially around the 42 ml/kg/min threshold.
More Related Videos
09:24A Rapidly Incremented Tethered-Swimming Maximal Protocol for Cardiorespiratory Assessment of Swimmers
Published on: January 28, 2020
07:09Assessment of Pulmonary Capillary Blood Volume, Membrane Diffusing Capacity, and Intrapulmonary Arteriovenous Anastomoses During Exercise
Published on: February 20, 2017
Related Concept Videos
Exercise Stress Test
Exercise stress testing, commonly known as a treadmill test, is a noninvasive procedure used to evaluate cardiovascular function and diagnose heart conditions.
Definition
An exercise stress test measures the heart's response to exertion using a treadmill or stationary bicycle. Chest electrodes record the heart's electrical activity through an ECG, and blood pressure is monitored regularly.
Purposes
Exercise and Cardiac Output
Sustained exercise increases the muscles' oxygen demand, which can be...
Exercise and Cardiovascular Response
Light to moderate physical activity initiates a series of interconnected responses in the body. The heart rate modestly increases in anticipation of the workout, followed by widespread vasodilation as oxygen consumption by skeletal muscles increases. This results in decreased peripheral resistance, increased capillary blood flow, and accelerated...
Pulmonary Function Tests
Pulmonary Function Tests are crucial diagnostic tools for assessing respiratory function, particularly in patients with chronic respiratory disorders. They comprehensively evaluate lung volumes, ventilatory function, breathing mechanics, diffusion, and gas exchange. These tests help diagnose pulmonary diseases and play a significant role in monitoring disease progression, evaluating disability, and assessing response to therapy.
PFTs involve using a spirometer, a...